| Multiple Linear Regression - Estimated Regression Equation |
| Y[t] = + 135.698 + 1.88117X[t] + 0.148422t + e[t] |
| Multiple Linear Regression - Ordinary Least Squares | |||||
| Variable | Parameter | S.D. | T-STAT H0: parameter = 0 | 2-tail p-value | 1-tail p-value |
| (Intercept) | 135.698 | 7.62888 | 17.79 | 3.92073e-51 | 1.96036e-51 |
| X | 1.88117 | 0.0870569 | 21.61 | 8.17959e-67 | 4.0898e-67 |
| t | 0.148422 | 0.0157701 | 9.412 | 6.16153e-19 | 3.08077e-19 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.775074 |
| R-squared | 0.600739 |
| Adjusted R-squared | 0.598502 |
| F-TEST (value) | 268.576 |
| F-TEST (DF numerator) | 2 |
| F-TEST (DF denominator) | 357 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 31.0593 |
| Sum Squared Residuals | 344390 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 255 | 300.035 | -45.0351 |
| 2 | 280.2 | 300.184 | -19.9836 |
| 3 | 299.9 | 299.975 | -0.0745514 |
| 4 | 339.2 | 299.803 | 39.3968 |
| 5 | 374.2 | 301.212 | 72.988 |
| 6 | 393.5 | 307.248 | 86.2515 |
| 7 | 389.2 | 307.34 | 81.8595 |
| 8 | 381.7 | 306.755 | 74.9448 |
| 9 | 375.2 | 305.493 | 69.7072 |
| 10 | 369 | 304.494 | 64.5063 |
| 11 | 357.4 | 303.645 | 53.7549 |
| 12 | 352.1 | 302.684 | 49.4164 |
| 13 | 346.5 | 301.421 | 45.0789 |
| 14 | 342.9 | 301.099 | 41.8007 |
| 15 | 340.3 | 300.458 | 39.8424 |
| 16 | 328.3 | 299.891 | 28.4088 |
| 17 | 322.9 | 299.362 | 23.5376 |
| 18 | 314.3 | 298.871 | 15.4288 |
| 19 | 308.9 | 298.418 | 10.4823 |
| 20 | 294 | 297.945 | -3.94529 |
| 21 | 285.6 | 296.72 | -11.1205 |
| 22 | 281.2 | 294.781 | -13.5808 |
| 23 | 280.3 | 293.274 | -12.9738 |
| 24 | 278.8 | 291.993 | -13.1925 |
| 25 | 274.5 | 290.805 | -16.3053 |
| 26 | 270.4 | 287.906 | -17.5062 |
| 27 | 263.4 | 270.39 | -6.99046 |
| 28 | 259.9 | 269.222 | -9.32207 |
| 29 | 258 | 271.797 | -13.7972 |
| 30 | 262.7 | 279.263 | -16.5634 |
| 31 | 284.7 | 282.892 | 1.80804 |
| 32 | 311.3 | 286.784 | 24.5161 |
| 33 | 322.1 | 294.043 | 28.0568 |
| 34 | 327 | 297.013 | 29.9867 |
| 35 | 331.3 | 299.551 | 31.7492 |
| 36 | 333.3 | 301.129 | 32.1711 |
| 37 | 321.4 | 301.56 | 19.8405 |
| 38 | 327 | 299.846 | 27.1544 |
| 39 | 320 | 298.809 | 21.1911 |
| 40 | 314.7 | 304.243 | 10.4566 |
| 41 | 316.7 | 302.247 | 14.4527 |
| 42 | 314.4 | 300.138 | 14.2617 |
| 43 | 321.3 | 298.895 | 22.4053 |
| 44 | 318.2 | 297.388 | 20.8123 |
| 45 | 307.2 | 295.843 | 11.357 |
| 46 | 301.3 | 293.903 | 7.39665 |
| 47 | 287.5 | 291.926 | -4.42605 |
| 48 | 277.7 | 297.323 | -19.6229 |
| 49 | 274.4 | 296.644 | -22.2436 |
| 50 | 258.8 | 294.93 | -36.1297 |
| 51 | 253.3 | 293.536 | -40.2356 |
| 52 | 251 | 292.33 | -41.3296 |
| 53 | 248.4 | 291.011 | -42.6107 |
| 54 | 249.5 | 289.353 | -39.8532 |
| 55 | 246.1 | 287.714 | -41.6145 |
| 56 | 244.5 | 285.963 | -41.4629 |
| 57 | 243.6 | 284.268 | -40.6678 |
| 58 | 244 | 291.546 | -47.5458 |
| 59 | 240.8 | 296.266 | -55.4655 |
| 60 | 249.8 | 294.928 | -45.1278 |
| 61 | 248 | 292.894 | -44.8941 |
| 62 | 259.4 | 291.218 | -31.8178 |
| 63 | 260.5 | 297.687 | -37.1869 |
| 64 | 260.8 | 297.722 | -36.9225 |
| 65 | 261.3 | 295.896 | -34.5957 |
| 66 | 259.5 | 293.937 | -34.4372 |
| 67 | 256.6 | 292.393 | -35.7925 |
| 68 | 257.9 | 290.453 | -32.5529 |
| 69 | 256.5 | 288.852 | -32.3518 |
| 70 | 254.2 | 300.212 | -46.012 |
| 71 | 253.3 | 297.238 | -43.9377 |
| 72 | 253.8 | 294.376 | -40.5762 |
| 73 | 255.5 | 292.173 | -36.6732 |
| 74 | 257.1 | 289.951 | -32.8513 |
| 75 | 257.3 | 287.353 | -30.0532 |
| 76 | 253.2 | 290.681 | -37.4808 |
| 77 | 252.8 | 290.171 | -37.3709 |
| 78 | 252 | 287.704 | -35.7044 |
| 79 | 250.7 | 285.294 | -34.5945 |
| 80 | 252.2 | 282.621 | -30.4211 |
| 81 | 250 | 287.661 | -37.6606 |
| 82 | 251 | 288.787 | -37.7872 |
| 83 | 253.4 | 288.24 | -34.8396 |
| 84 | 251.2 | 285.642 | -34.4415 |
| 85 | 255.6 | 285.169 | -29.5692 |
| 86 | 261.1 | 282.628 | -21.5275 |
| 87 | 258.9 | 281.008 | -22.1076 |
| 88 | 259.9 | 281.1 | -21.1996 |
| 89 | 261.2 | 280.608 | -19.4085 |
| 90 | 264.7 | 279.534 | -14.8341 |
| 91 | 267.1 | 276.691 | -9.59148 |
| 92 | 266.4 | 279.643 | -13.2428 |
| 93 | 267.7 | 280.807 | -13.1071 |
| 94 | 268.6 | 278.284 | -9.68426 |
| 95 | 267.5 | 277.003 | -9.50299 |
| 96 | 268.5 | 278.6 | -10.0999 |
| 97 | 268.5 | 276.039 | -7.53945 |
| 98 | 270.5 | 272.915 | -2.41464 |
| 99 | 270.9 | 275.753 | -4.85314 |
| 100 | 270.1 | 269.901 | 0.199374 |
| 101 | 269.3 | 264.801 | 4.49942 |
| 102 | 269.8 | 268.109 | 1.69063 |
| 103 | 270.1 | 264.458 | 5.64217 |
| 104 | 264.9 | 261.446 | 3.45411 |
| 105 | 263.7 | 265.018 | -1.31804 |
| 106 | 264.8 | 261.649 | 3.15133 |
| 107 | 263.7 | 267.967 | -4.26733 |
| 108 | 255.9 | 268.078 | -12.1781 |
| 109 | 276.2 | 278.742 | -2.54229 |
| 110 | 360.1 | 296.988 | 63.1124 |
| 111 | 380.5 | 324.752 | 55.7484 |
| 112 | 373.7 | 327.552 | 46.1476 |
| 113 | 369.8 | 329.582 | 40.218 |
| 114 | 366.6 | 327.774 | 38.826 |
| 115 | 359.3 | 324.913 | 34.3874 |
| 116 | 345.8 | 322.145 | 23.6548 |
| 117 | 326.2 | 318.908 | 7.29249 |
| 118 | 324.5 | 316.836 | 7.66385 |
| 119 | 328.1 | 318.96 | 9.1402 |
| 120 | 327.5 | 315.741 | 11.7591 |
| 121 | 324.4 | 312.898 | 11.5017 |
| 122 | 316.5 | 310.375 | 6.12455 |
| 123 | 310.9 | 307.646 | 3.25432 |
| 124 | 301.5 | 305.066 | -3.56641 |
| 125 | 291.7 | 302.487 | -10.7871 |
| 126 | 290.4 | 300.209 | -9.80885 |
| 127 | 287.4 | 297.893 | -10.4929 |
| 128 | 277.7 | 295.859 | -18.1592 |
| 129 | 281.6 | 294.051 | -12.4512 |
| 130 | 288 | 297.003 | -9.00257 |
| 131 | 276 | 300.255 | -24.2549 |
| 132 | 272.9 | 298.541 | -25.641 |
| 133 | 283 | 298.915 | -15.9152 |
| 134 | 283.3 | 302.675 | -19.3754 |
| 135 | 276.8 | 299.626 | -22.8259 |
| 136 | 284.5 | 301.317 | -16.8168 |
| 137 | 282.7 | 300.224 | -17.5237 |
| 138 | 281.2 | 297.249 | -16.0494 |
| 139 | 287.4 | 294.614 | -7.21365 |
| 140 | 283.1 | 292.053 | -8.95319 |
| 141 | 284 | 289.417 | -5.41748 |
| 142 | 285.5 | 292.143 | -6.64311 |
| 143 | 289.2 | 300.437 | -11.237 |
| 144 | 292.5 | 297.895 | -5.39534 |
| 145 | 296.4 | 298.175 | -1.77545 |
| 146 | 305.2 | 292.624 | 12.5761 |
| 147 | 303.9 | 291.098 | 12.8019 |
| 148 | 311.5 | 303.399 | 8.10111 |
| 149 | 316.3 | 300.368 | 15.9319 |
| 150 | 316.7 | 302.059 | 14.6409 |
| 151 | 322.5 | 301.211 | 21.2895 |
| 152 | 317.1 | 298.537 | 18.5628 |
| 153 | 309.8 | 295.77 | 14.0302 |
| 154 | 303.8 | 295.222 | 8.57782 |
| 155 | 290.3 | 296.33 | -6.03 |
| 156 | 293.7 | 293.412 | 0.287889 |
| 157 | 291.7 | 290.268 | 1.43151 |
| 158 | 296.5 | 287.031 | 9.4692 |
| 159 | 289.1 | 290.904 | -1.80394 |
| 160 | 288.5 | 295.191 | -6.69094 |
| 161 | 293.8 | 292.16 | 1.63982 |
| 162 | 297.7 | 289.28 | 8.42008 |
| 163 | 305.4 | 286.625 | 18.7746 |
| 164 | 302.7 | 283.952 | 18.7479 |
| 165 | 302.5 | 295.933 | 6.56695 |
| 166 | 303 | 294.539 | 8.46109 |
| 167 | 294.5 | 292.035 | 2.46512 |
| 168 | 294.1 | 289.38 | 4.71964 |
| 169 | 294.5 | 287.121 | 7.37912 |
| 170 | 297.1 | 285.106 | 11.994 |
| 171 | 289.4 | 287.587 | 1.81297 |
| 172 | 292.4 | 294.621 | -2.22054 |
| 173 | 287.9 | 292.587 | -4.6868 |
| 174 | 286.6 | 290.553 | -3.95307 |
| 175 | 280.5 | 288.613 | -8.11339 |
| 176 | 272.4 | 286.561 | -14.1608 |
| 177 | 269.2 | 283.888 | -14.6875 |
| 178 | 270.6 | 287.366 | -16.7656 |
| 179 | 267.3 | 286.367 | -19.0665 |
| 180 | 262.5 | 284.126 | -21.6258 |
| 181 | 266.8 | 284.274 | -17.4743 |
| 182 | 268.8 | 277.349 | -8.54949 |
| 183 | 263.1 | 273.999 | -10.8989 |
| 184 | 261.2 | 272.906 | -11.7058 |
| 185 | 266 | 271.831 | -5.83145 |
| 186 | 262.5 | 270.738 | -8.2383 |
| 187 | 265.2 | 263.738 | 1.46172 |
| 188 | 261.3 | 257.585 | 3.71522 |
| 189 | 253.7 | 256.68 | -2.97974 |
| 190 | 249.2 | 255.775 | -6.57471 |
| 191 | 239.1 | 254.907 | -15.8073 |
| 192 | 236.4 | 254.002 | -17.6023 |
| 193 | 235.2 | 253.21 | -18.0101 |
| 194 | 245.2 | 252.456 | -7.25557 |
| 195 | 246.2 | 251.72 | -5.51984 |
| 196 | 247.7 | 256.778 | -9.07811 |
| 197 | 251.4 | 257.547 | -6.14732 |
| 198 | 253.3 | 256.379 | -3.07892 |
| 199 | 254.8 | 255.587 | -0.786761 |
| 200 | 250 | 267.605 | -17.6054 |
| 201 | 249.3 | 266.719 | -17.4191 |
| 202 | 241.5 | 265.833 | -24.3329 |
| 203 | 243.3 | 265.455 | -22.1546 |
| 204 | 248 | 264.117 | -16.1169 |
| 205 | 253 | 263.381 | -10.3812 |
| 206 | 252.9 | 276.416 | -23.5156 |
| 207 | 251.5 | 313.529 | -62.029 |
| 208 | 251.6 | 311.476 | -59.8765 |
| 209 | 253.5 | 310.045 | -56.5447 |
| 210 | 259.8 | 311.999 | -52.1991 |
| 211 | 334.1 | 309.74 | 24.3604 |
| 212 | 448 | 346.759 | 101.241 |
| 213 | 445.8 | 373.62 | 72.18 |
| 214 | 445 | 378.678 | 66.3217 |
| 215 | 448.2 | 378.319 | 69.8812 |
| 216 | 438.2 | 370.792 | 67.408 |
| 217 | 439.8 | 367.235 | 72.5655 |
| 218 | 423.4 | 365.69 | 57.7101 |
| 219 | 410.8 | 361.925 | 48.8745 |
| 220 | 408.4 | 360.607 | 47.7934 |
| 221 | 406.7 | 366.455 | 40.245 |
| 222 | 405.9 | 360.245 | 45.655 |
| 223 | 402.7 | 356.706 | 45.9936 |
| 224 | 405.1 | 349.97 | 55.1303 |
| 225 | 399.6 | 347.353 | 52.2472 |
| 226 | 386.5 | 341.387 | 45.1126 |
| 227 | 381.4 | 341.762 | 39.6384 |
| 228 | 375.2 | 341.741 | 33.4593 |
| 229 | 357.7 | 330.019 | 27.6811 |
| 230 | 359 | 335.058 | 23.9416 |
| 231 | 355 | 334.36 | 20.6397 |
| 232 | 352.7 | 328.978 | 23.7219 |
| 233 | 344.4 | 330.537 | 13.8626 |
| 234 | 343.8 | 328.504 | 15.2963 |
| 235 | 338 | 333.731 | 4.26877 |
| 236 | 339 | 363.583 | -24.5833 |
| 237 | 333.3 | 367.362 | -34.0624 |
| 238 | 334.4 | 372.27 | -37.8702 |
| 239 | 328.3 | 372.494 | -44.1939 |
| 240 | 330.7 | 358.044 | -27.3444 |
| 241 | 330 | 349.144 | -19.1444 |
| 242 | 331.6 | 385.016 | -53.4162 |
| 243 | 351.2 | 467.729 | -116.529 |
| 244 | 389.4 | 449.16 | -59.76 |
| 245 | 410.9 | 495.416 | -84.5159 |
| 246 | 442.8 | 495.677 | -52.8772 |
| 247 | 462.8 | 422.008 | 40.7915 |
| 248 | 466.9 | 409.572 | 57.3281 |
| 249 | 461.7 | 400.615 | 61.0846 |
| 250 | 439.2 | 389.985 | 49.2152 |
| 251 | 430.3 | 380.784 | 49.5162 |
| 252 | 416.1 | 394.796 | 21.3036 |
| 253 | 402.5 | 394.531 | 7.96902 |
| 254 | 397.3 | 407.885 | -10.5852 |
| 255 | 403.3 | 379.703 | 23.5968 |
| 256 | 395.9 | 383.012 | 12.888 |
| 257 | 387.8 | 361.546 | 26.2542 |
| 258 | 378.6 | 358.741 | 19.8592 |
| 259 | 377.1 | 360.752 | 16.3484 |
| 260 | 370.4 | 358.586 | 11.8139 |
| 261 | 362 | 342.895 | 19.1049 |
| 262 | 350.3 | 339.958 | 10.3416 |
| 263 | 348.2 | 350.322 | -2.12158 |
| 264 | 344.6 | 352.502 | -7.90167 |
| 265 | 343.5 | 350.355 | -6.85506 |
| 266 | 342.8 | 345.029 | -2.22928 |
| 267 | 347.6 | 347.379 | 0.221328 |
| 268 | 346.6 | 344.743 | 1.85704 |
| 269 | 349.5 | 341.825 | 7.67492 |
| 270 | 342.1 | 342.086 | 0.0136308 |
| 271 | 342 | 331.004 | 10.9958 |
| 272 | 342.8 | 326.356 | 16.4444 |
| 273 | 339.3 | 318.603 | 20.6968 |
| 274 | 348.2 | 318.695 | 29.5049 |
| 275 | 333.7 | 335.473 | -1.7731 |
| 276 | 334.7 | 358.628 | -23.9282 |
| 277 | 354 | 341.376 | 12.6242 |
| 278 | 367.7 | 331.949 | 35.7509 |
| 279 | 363.3 | 334.148 | 29.152 |
| 280 | 358.4 | 326.452 | 31.9481 |
| 281 | 353.1 | 324.437 | 28.663 |
| 282 | 343.1 | 314.446 | 28.6541 |
| 283 | 344.6 | 313.992 | 30.6076 |
| 284 | 344.4 | 306.635 | 37.7651 |
| 285 | 333.9 | 305.203 | 28.6968 |
| 286 | 331.7 | 307.496 | 24.2039 |
| 287 | 324.3 | 310.109 | 14.1911 |
| 288 | 321.2 | 307.398 | 13.8021 |
| 289 | 322.4 | 301.433 | 20.9675 |
| 290 | 321.7 | 289.654 | 32.0456 |
| 291 | 320.5 | 290.198 | 30.3022 |
| 292 | 312.8 | 296.366 | 16.434 |
| 293 | 309.7 | 303.87 | 5.83022 |
| 294 | 315.6 | 283.965 | 31.6351 |
| 295 | 309.7 | 283.38 | 26.3203 |
| 296 | 304.6 | 284.694 | 19.9056 |
| 297 | 302.5 | 286.536 | 15.9641 |
| 298 | 301.5 | 275.661 | 25.8393 |
| 299 | 298.8 | 281.434 | 17.3662 |
| 300 | 291.3 | 279.833 | 11.4673 |
| 301 | 293.6 | 283.988 | 9.61195 |
| 302 | 294.6 | 281.371 | 13.2288 |
| 303 | 285.9 | 291.245 | -5.34523 |
| 304 | 297.6 | 297.169 | 0.431159 |
| 305 | 301.1 | 286.143 | 14.9569 |
| 306 | 293.8 | 281.419 | 12.3807 |
| 307 | 297.7 | 268.569 | 29.1312 |
| 308 | 292.9 | 265.256 | 27.6441 |
| 309 | 292.1 | 275.619 | 16.4809 |
| 310 | 287.2 | 275.768 | 11.4325 |
| 311 | 288.2 | 282.237 | 5.96334 |
| 312 | 283.8 | 268.972 | 14.8277 |
| 313 | 299.9 | 277.059 | 22.8407 |
| 314 | 292.4 | 274.612 | 17.7883 |
| 315 | 293.3 | 268.703 | 24.5972 |
| 316 | 300.8 | 273.742 | 27.0578 |
| 317 | 293.7 | 276.731 | 16.9688 |
| 318 | 293.1 | 270.427 | 22.6728 |
| 319 | 294.4 | 278.063 | 16.3373 |
| 320 | 292.1 | 272.699 | 19.4007 |
| 321 | 291.9 | 273.732 | 18.1681 |
| 322 | 282.5 | 271.604 | 10.8959 |
| 323 | 277.9 | 273.314 | 4.58613 |
| 324 | 287.5 | 276.265 | 11.2348 |
| 325 | 289.2 | 288.416 | 0.78448 |
| 326 | 285.6 | 289.091 | -3.49067 |
| 327 | 293.2 | 293.754 | -0.5539 |
| 328 | 290.8 | 290.084 | 0.716453 |
| 329 | 283.1 | 293.204 | -10.1042 |
| 330 | 275 | 303.549 | -28.5486 |
| 331 | 287.8 | 287.839 | -0.0387394 |
| 332 | 287.8 | 289.831 | -2.03071 |
| 333 | 287.4 | 302.771 | -15.3711 |
| 334 | 284 | 300.756 | -16.7562 |
| 335 | 277.8 | 316.349 | -38.549 |
| 336 | 277.6 | 334.613 | -57.0131 |
| 337 | 304.9 | 336.21 | -31.31 |
| 338 | 294 | 362.093 | -68.0928 |
| 339 | 300.9 | 388.484 | -87.5836 |
| 340 | 324 | 374.617 | -50.6173 |
| 341 | 332.9 | 369.348 | -36.4479 |
| 342 | 341.6 | 356.61 | -15.0103 |
| 343 | 333.4 | 338.304 | -4.90448 |
| 344 | 348.2 | 338.34 | 9.85996 |
| 345 | 344.7 | 329.534 | 15.1659 |
| 346 | 344.7 | 348.062 | -3.36154 |
| 347 | 329.3 | 355.283 | -25.9832 |
| 348 | 323.5 | 355.563 | -32.0633 |
| 349 | 323.2 | 384.512 | -61.3124 |
| 350 | 317.4 | 366.959 | -49.559 |
| 351 | 330.1 | 355.726 | -25.6264 |
| 352 | 329.2 | 358.076 | -28.8757 |
| 353 | 334.9 | 351.697 | -16.7965 |
| 354 | 315.8 | 338.696 | -22.8956 |
| 355 | 315.4 | 341.177 | -25.7766 |
| 356 | 319.6 | 352.857 | -33.2566 |
| 357 | 317.3 | 346.026 | -28.7259 |
| 358 | 313.8 | 343.503 | -29.7031 |
| 359 | 315.8 | 366.564 | -50.7641 |
| 360 | 311.3 | 381.348 | -70.0481 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 6 | 0.0169054 | 0.0338108 | 0.983095 |
| 7 | 0.0629708 | 0.125942 | 0.937029 |
| 8 | 0.246844 | 0.493687 | 0.753156 |
| 9 | 0.425158 | 0.850315 | 0.574842 |
| 10 | 0.46777 | 0.935539 | 0.53223 |
| 11 | 0.46106 | 0.922121 | 0.53894 |
| 12 | 0.400373 | 0.800746 | 0.599627 |
| 13 | 0.321175 | 0.64235 | 0.678825 |
| 14 | 0.252358 | 0.504715 | 0.747642 |
| 15 | 0.190832 | 0.381664 | 0.809168 |
| 16 | 0.147032 | 0.294064 | 0.852968 |
| 17 | 0.110282 | 0.220565 | 0.889718 |
| 18 | 0.0838173 | 0.167635 | 0.916183 |
| 19 | 0.0623053 | 0.124611 | 0.937695 |
| 20 | 0.0535294 | 0.107059 | 0.946471 |
| 21 | 0.0390931 | 0.0781861 | 0.960907 |
| 22 | 0.0260384 | 0.0520768 | 0.973962 |
| 23 | 0.0207703 | 0.0415406 | 0.97923 |
| 24 | 0.0194576 | 0.0389153 | 0.980542 |
| 25 | 0.0184746 | 0.0369493 | 0.981525 |
| 26 | 0.030915 | 0.06183 | 0.969085 |
| 27 | 0.589477 | 0.821047 | 0.410523 |
| 28 | 0.661703 | 0.676593 | 0.338297 |
| 29 | 0.636012 | 0.727976 | 0.363988 |
| 30 | 0.581776 | 0.836447 | 0.418224 |
| 31 | 0.536204 | 0.927593 | 0.463796 |
| 32 | 0.523509 | 0.952983 | 0.476491 |
| 33 | 0.482202 | 0.964404 | 0.517798 |
| 34 | 0.437293 | 0.874586 | 0.562707 |
| 35 | 0.393815 | 0.78763 | 0.606185 |
| 36 | 0.353191 | 0.706383 | 0.646809 |
| 37 | 0.32105 | 0.6421 | 0.67895 |
| 38 | 0.282869 | 0.565737 | 0.717131 |
| 39 | 0.246792 | 0.493584 | 0.753208 |
| 40 | 0.236421 | 0.472842 | 0.763579 |
| 41 | 0.209272 | 0.418545 | 0.790728 |
| 42 | 0.179986 | 0.359972 | 0.820014 |
| 43 | 0.153856 | 0.307712 | 0.846144 |
| 44 | 0.130616 | 0.261233 | 0.869384 |
| 45 | 0.108207 | 0.216415 | 0.891793 |
| 46 | 0.0884405 | 0.176881 | 0.911559 |
| 47 | 0.0725852 | 0.14517 | 0.927415 |
| 48 | 0.0776704 | 0.155341 | 0.92233 |
| 49 | 0.0802285 | 0.160457 | 0.919772 |
| 50 | 0.095127 | 0.190254 | 0.904873 |
| 51 | 0.108191 | 0.216383 | 0.891809 |
| 52 | 0.114533 | 0.229065 | 0.885467 |
| 53 | 0.115122 | 0.230244 | 0.884878 |
| 54 | 0.105838 | 0.211677 | 0.894162 |
| 55 | 0.0950381 | 0.190076 | 0.904962 |
| 56 | 0.0824799 | 0.16496 | 0.91752 |
| 57 | 0.0697293 | 0.139459 | 0.930271 |
| 58 | 0.0681285 | 0.136257 | 0.931871 |
| 59 | 0.0823596 | 0.164719 | 0.91764 |
| 60 | 0.0780579 | 0.156116 | 0.921942 |
| 61 | 0.0704585 | 0.140917 | 0.929542 |
| 62 | 0.05864 | 0.11728 | 0.94136 |
| 63 | 0.0508737 | 0.101747 | 0.949126 |
| 64 | 0.0434781 | 0.0869563 | 0.956522 |
| 65 | 0.0359708 | 0.0719416 | 0.964029 |
| 66 | 0.0295629 | 0.0591258 | 0.970437 |
| 67 | 0.0243596 | 0.0487192 | 0.97564 |
| 68 | 0.0204514 | 0.0409029 | 0.979549 |
| 69 | 0.0175468 | 0.0350936 | 0.982453 |
| 70 | 0.0162157 | 0.0324314 | 0.983784 |
| 71 | 0.0139108 | 0.0278217 | 0.986089 |
| 72 | 0.0115475 | 0.023095 | 0.988453 |
| 73 | 0.00971758 | 0.0194352 | 0.990282 |
| 74 | 0.00865069 | 0.0173014 | 0.991349 |
| 75 | 0.00840899 | 0.016818 | 0.991591 |
| 76 | 0.00723681 | 0.0144736 | 0.992763 |
| 77 | 0.00630609 | 0.0126122 | 0.993694 |
| 78 | 0.00582496 | 0.0116499 | 0.994175 |
| 79 | 0.00575669 | 0.0115134 | 0.994243 |
| 80 | 0.00646329 | 0.0129266 | 0.993537 |
| 81 | 0.00590736 | 0.0118147 | 0.994093 |
| 82 | 0.00533894 | 0.0106779 | 0.994661 |
| 83 | 0.00499199 | 0.00998399 | 0.995008 |
| 84 | 0.00495736 | 0.00991471 | 0.995043 |
| 85 | 0.00528479 | 0.0105696 | 0.994715 |
| 86 | 0.00691227 | 0.0138245 | 0.993088 |
| 87 | 0.00899087 | 0.0179817 | 0.991009 |
| 88 | 0.011357 | 0.0227139 | 0.988643 |
| 89 | 0.0144255 | 0.0288511 | 0.985574 |
| 90 | 0.0195908 | 0.0391815 | 0.980409 |
| 91 | 0.0295303 | 0.0590605 | 0.97047 |
| 92 | 0.0363672 | 0.0727344 | 0.963633 |
| 93 | 0.0425646 | 0.0851293 | 0.957435 |
| 94 | 0.0526377 | 0.105275 | 0.947362 |
| 95 | 0.0636948 | 0.12739 | 0.936305 |
| 96 | 0.072631 | 0.145262 | 0.927369 |
| 97 | 0.0852279 | 0.170456 | 0.914772 |
| 98 | 0.105534 | 0.211067 | 0.894466 |
| 99 | 0.119245 | 0.23849 | 0.880755 |
| 100 | 0.142537 | 0.285075 | 0.857463 |
| 101 | 0.172719 | 0.345437 | 0.827281 |
| 102 | 0.191655 | 0.38331 | 0.808345 |
| 103 | 0.213796 | 0.427592 | 0.786204 |
| 104 | 0.225973 | 0.451947 | 0.774027 |
| 105 | 0.227716 | 0.455432 | 0.772284 |
| 106 | 0.231474 | 0.462948 | 0.768526 |
| 107 | 0.226566 | 0.453132 | 0.773434 |
| 108 | 0.215099 | 0.430198 | 0.784901 |
| 109 | 0.216561 | 0.433123 | 0.783439 |
| 110 | 0.465768 | 0.931536 | 0.534232 |
| 111 | 0.604906 | 0.790188 | 0.395094 |
| 112 | 0.642438 | 0.715124 | 0.357562 |
| 113 | 0.64583 | 0.70834 | 0.35417 |
| 114 | 0.642169 | 0.715661 | 0.357831 |
| 115 | 0.630506 | 0.738987 | 0.369494 |
| 116 | 0.606326 | 0.787348 | 0.393674 |
| 117 | 0.575653 | 0.848694 | 0.424347 |
| 118 | 0.544204 | 0.911592 | 0.455796 |
| 119 | 0.512747 | 0.974505 | 0.487253 |
| 120 | 0.48199 | 0.963979 | 0.51801 |
| 121 | 0.451867 | 0.903734 | 0.548133 |
| 122 | 0.420684 | 0.841368 | 0.579316 |
| 123 | 0.389902 | 0.779805 | 0.610098 |
| 124 | 0.360312 | 0.720624 | 0.639688 |
| 125 | 0.334153 | 0.668306 | 0.665847 |
| 126 | 0.307994 | 0.615987 | 0.692006 |
| 127 | 0.283009 | 0.566019 | 0.716991 |
| 128 | 0.26296 | 0.52592 | 0.73704 |
| 129 | 0.240889 | 0.481778 | 0.759111 |
| 130 | 0.218958 | 0.437917 | 0.781042 |
| 131 | 0.208456 | 0.416912 | 0.791544 |
| 132 | 0.198943 | 0.397887 | 0.801057 |
| 133 | 0.182323 | 0.364646 | 0.817677 |
| 134 | 0.169655 | 0.33931 | 0.830345 |
| 135 | 0.159416 | 0.318832 | 0.840584 |
| 136 | 0.146109 | 0.292218 | 0.853891 |
| 137 | 0.133905 | 0.26781 | 0.866095 |
| 138 | 0.121766 | 0.243532 | 0.878234 |
| 139 | 0.109462 | 0.218924 | 0.890538 |
| 140 | 0.0986307 | 0.197261 | 0.901369 |
| 141 | 0.089561 | 0.179122 | 0.910439 |
| 142 | 0.0803393 | 0.160679 | 0.919661 |
| 143 | 0.0713674 | 0.142735 | 0.928633 |
| 144 | 0.0629178 | 0.125836 | 0.937082 |
| 145 | 0.0553672 | 0.110734 | 0.944633 |
| 146 | 0.0530953 | 0.106191 | 0.946905 |
| 147 | 0.0512263 | 0.102453 | 0.948774 |
| 148 | 0.0449112 | 0.0898224 | 0.955089 |
| 149 | 0.0414381 | 0.0828763 | 0.958562 |
| 150 | 0.0373719 | 0.0747438 | 0.962628 |
| 151 | 0.0354659 | 0.0709319 | 0.964534 |
| 152 | 0.0332763 | 0.0665526 | 0.966724 |
| 153 | 0.0305105 | 0.061021 | 0.969489 |
| 154 | 0.0270013 | 0.0540025 | 0.972999 |
| 155 | 0.0230712 | 0.0461424 | 0.976929 |
| 156 | 0.0198234 | 0.0396468 | 0.980177 |
| 157 | 0.0172339 | 0.0344677 | 0.982766 |
| 158 | 0.015882 | 0.0317639 | 0.984118 |
| 159 | 0.0135525 | 0.0271051 | 0.986447 |
| 160 | 0.0114313 | 0.0228627 | 0.988569 |
| 161 | 0.00971083 | 0.0194217 | 0.990289 |
| 162 | 0.00860708 | 0.0172142 | 0.991393 |
| 163 | 0.00853862 | 0.0170772 | 0.991461 |
| 164 | 0.00859682 | 0.0171936 | 0.991403 |
| 165 | 0.00718182 | 0.0143636 | 0.992818 |
| 166 | 0.00605138 | 0.0121028 | 0.993949 |
| 167 | 0.0050205 | 0.010041 | 0.99498 |
| 168 | 0.00422379 | 0.00844759 | 0.995776 |
| 169 | 0.00362878 | 0.00725755 | 0.996371 |
| 170 | 0.00325338 | 0.00650676 | 0.996747 |
| 171 | 0.00269079 | 0.00538159 | 0.997309 |
| 172 | 0.0021685 | 0.004337 | 0.997831 |
| 173 | 0.00175445 | 0.0035089 | 0.998246 |
| 174 | 0.00141746 | 0.00283493 | 0.998583 |
| 175 | 0.00115805 | 0.00231609 | 0.998842 |
| 176 | 0.000976571 | 0.00195314 | 0.999023 |
| 177 | 0.000828534 | 0.00165707 | 0.999171 |
| 178 | 0.000716623 | 0.00143325 | 0.999283 |
| 179 | 0.000635681 | 0.00127136 | 0.999364 |
| 180 | 0.000581747 | 0.00116349 | 0.999418 |
| 181 | 0.000513755 | 0.00102751 | 0.999486 |
| 182 | 0.000442125 | 0.00088425 | 0.999558 |
| 183 | 0.000389458 | 0.000778915 | 0.999611 |
| 184 | 0.000346882 | 0.000693765 | 0.999653 |
| 185 | 0.000309828 | 0.000619657 | 0.99969 |
| 186 | 0.000278843 | 0.000557687 | 0.999721 |
| 187 | 0.000274214 | 0.000548429 | 0.999726 |
| 188 | 0.000288961 | 0.000577922 | 0.999711 |
| 189 | 0.000287388 | 0.000574777 | 0.999713 |
| 190 | 0.00028295 | 0.000565899 | 0.999717 |
| 191 | 0.000287383 | 0.000574766 | 0.999713 |
| 192 | 0.000302259 | 0.000604519 | 0.999698 |
| 193 | 0.000327985 | 0.000655969 | 0.999672 |
| 194 | 0.000344699 | 0.000689398 | 0.999655 |
| 195 | 0.000366305 | 0.000732609 | 0.999634 |
| 196 | 0.000386532 | 0.000773063 | 0.999613 |
| 197 | 0.000407494 | 0.000814989 | 0.999593 |
| 198 | 0.000435159 | 0.000870317 | 0.999565 |
| 199 | 0.000471656 | 0.000943313 | 0.999528 |
| 200 | 0.000583352 | 0.0011667 | 0.999417 |
| 201 | 0.000758095 | 0.00151619 | 0.999242 |
| 202 | 0.00120612 | 0.00241224 | 0.998794 |
| 203 | 0.0019697 | 0.0039394 | 0.99803 |
| 204 | 0.0030901 | 0.00618021 | 0.99691 |
| 205 | 0.00473794 | 0.00947589 | 0.995262 |
| 206 | 0.00937937 | 0.0187587 | 0.990621 |
| 207 | 0.0591347 | 0.118269 | 0.940865 |
| 208 | 0.230979 | 0.461958 | 0.769021 |
| 209 | 0.555373 | 0.889254 | 0.444627 |
| 210 | 0.854505 | 0.290989 | 0.145495 |
| 211 | 0.868207 | 0.263585 | 0.131793 |
| 212 | 0.947087 | 0.105826 | 0.0529129 |
| 213 | 0.958897 | 0.082207 | 0.0411035 |
| 214 | 0.965494 | 0.0690116 | 0.0345058 |
| 215 | 0.973875 | 0.0522503 | 0.0261251 |
| 216 | 0.97909 | 0.0418198 | 0.0209099 |
| 217 | 0.98556 | 0.0288806 | 0.0144403 |
| 218 | 0.986559 | 0.0268817 | 0.0134408 |
| 219 | 0.985709 | 0.0285827 | 0.0142914 |
| 220 | 0.984728 | 0.0305432 | 0.0152716 |
| 221 | 0.983164 | 0.0336716 | 0.0168358 |
| 222 | 0.98202 | 0.0359606 | 0.0179803 |
| 223 | 0.980821 | 0.038358 | 0.019179 |
| 224 | 0.981891 | 0.0362181 | 0.0181091 |
| 225 | 0.98217 | 0.0356607 | 0.0178304 |
| 226 | 0.98048 | 0.0390401 | 0.0195201 |
| 227 | 0.97766 | 0.0446796 | 0.0223398 |
| 228 | 0.973623 | 0.0527533 | 0.0263767 |
| 229 | 0.968406 | 0.0631886 | 0.0315943 |
| 230 | 0.962408 | 0.0751847 | 0.0375924 |
| 231 | 0.95584 | 0.0883191 | 0.0441596 |
| 232 | 0.948076 | 0.103847 | 0.0519237 |
| 233 | 0.941679 | 0.116641 | 0.0583207 |
| 234 | 0.934227 | 0.131546 | 0.0657729 |
| 235 | 0.932407 | 0.135185 | 0.0675927 |
| 236 | 0.959351 | 0.0812977 | 0.0406489 |
| 237 | 0.982441 | 0.0351174 | 0.0175587 |
| 238 | 0.99393 | 0.0121406 | 0.00607028 |
| 239 | 0.998656 | 0.00268826 | 0.00134413 |
| 240 | 0.999456 | 0.00108868 | 0.000544342 |
| 241 | 0.999728 | 0.000543231 | 0.000271616 |
| 242 | 0.99998 | 4.08746e-05 | 2.04373e-05 |
| 243 | 1 | 2.27547e-09 | 1.13774e-09 |
| 244 | 1 | 1.14459e-10 | 5.72295e-11 |
| 245 | 1 | 5.31491e-13 | 2.65746e-13 |
| 246 | 1 | 1.03286e-13 | 5.16431e-14 |
| 247 | 1 | 4.40191e-14 | 2.20095e-14 |
| 248 | 1 | 2.36051e-15 | 1.18026e-15 |
| 249 | 1 | 3.75838e-17 | 1.87919e-17 |
| 250 | 1 | 3.19459e-18 | 1.5973e-18 |
| 251 | 1 | 2.20149e-19 | 1.10075e-19 |
| 252 | 1 | 2.03653e-19 | 1.01827e-19 |
| 253 | 1 | 3.99344e-19 | 1.99672e-19 |
| 254 | 1 | 8.58406e-19 | 4.29203e-19 |
| 255 | 1 | 8.1173e-19 | 4.05865e-19 |
| 256 | 1 | 1.32678e-18 | 6.63392e-19 |
| 257 | 1 | 1.43283e-18 | 7.16417e-19 |
| 258 | 1 | 2.3791e-18 | 1.18955e-18 |
| 259 | 1 | 4.27003e-18 | 2.13502e-18 |
| 260 | 1 | 9.10155e-18 | 4.55077e-18 |
| 261 | 1 | 1.83165e-17 | 9.15827e-18 |
| 262 | 1 | 4.21577e-17 | 2.10789e-17 |
| 263 | 1 | 8.21195e-17 | 4.10597e-17 |
| 264 | 1 | 1.24403e-16 | 6.22014e-17 |
| 265 | 1 | 1.8442e-16 | 9.221e-17 |
| 266 | 1 | 3.04537e-16 | 1.52268e-16 |
| 267 | 1 | 5.80447e-16 | 2.90224e-16 |
| 268 | 1 | 1.11689e-15 | 5.58444e-16 |
| 269 | 1 | 2.41933e-15 | 1.20967e-15 |
| 270 | 1 | 4.05669e-15 | 2.02834e-15 |
| 271 | 1 | 8.35967e-15 | 4.17983e-15 |
| 272 | 1 | 1.79134e-14 | 8.9567e-15 |
| 273 | 1 | 3.7667e-14 | 1.88335e-14 |
| 274 | 1 | 6.60523e-14 | 3.30262e-14 |
| 275 | 1 | 9.38527e-14 | 4.69263e-14 |
| 276 | 1 | 3.42551e-14 | 1.71276e-14 |
| 277 | 1 | 7.56238e-14 | 3.78119e-14 |
| 278 | 1 | 7.37601e-14 | 3.68801e-14 |
| 279 | 1 | 9.39154e-14 | 4.69577e-14 |
| 280 | 1 | 1.01917e-13 | 5.09587e-14 |
| 281 | 1 | 1.26858e-13 | 6.34289e-14 |
| 282 | 1 | 1.80876e-13 | 9.0438e-14 |
| 283 | 1 | 2.01927e-13 | 1.00963e-13 |
| 284 | 1 | 1.28165e-13 | 6.40825e-14 |
| 285 | 1 | 1.59108e-13 | 7.95542e-14 |
| 286 | 1 | 2.22554e-13 | 1.11277e-13 |
| 287 | 1 | 4.48277e-13 | 2.24138e-13 |
| 288 | 1 | 9.18498e-13 | 4.59249e-13 |
| 289 | 1 | 1.49949e-12 | 7.49745e-13 |
| 290 | 1 | 1.58383e-12 | 7.91917e-13 |
| 291 | 1 | 1.64049e-12 | 8.20243e-13 |
| 292 | 1 | 3.01021e-12 | 1.50511e-12 |
| 293 | 1 | 6.52381e-12 | 3.2619e-12 |
| 294 | 1 | 6.17942e-12 | 3.08971e-12 |
| 295 | 1 | 8.084e-12 | 4.042e-12 |
| 296 | 1 | 1.38295e-11 | 6.91474e-12 |
| 297 | 1 | 2.57475e-11 | 1.28738e-11 |
| 298 | 1 | 3.95856e-11 | 1.97928e-11 |
| 299 | 1 | 7.39423e-11 | 3.69711e-11 |
| 300 | 1 | 1.63043e-10 | 8.15215e-11 |
| 301 | 1 | 3.51317e-10 | 1.75659e-10 |
| 302 | 1 | 7.18606e-10 | 3.59303e-10 |
| 303 | 1 | 1.46225e-09 | 7.31123e-10 |
| 304 | 1 | 3.07006e-09 | 1.53503e-09 |
| 305 | 1 | 5.17269e-09 | 2.58634e-09 |
| 306 | 1 | 1.02785e-08 | 5.13923e-09 |
| 307 | 1 | 1.47307e-08 | 7.36535e-09 |
| 308 | 1 | 2.45372e-08 | 1.22686e-08 |
| 309 | 1 | 4.60878e-08 | 2.30439e-08 |
| 310 | 1 | 9.44542e-08 | 4.72271e-08 |
| 311 | 1 | 1.92959e-07 | 9.64793e-08 |
| 312 | 1 | 3.90877e-07 | 1.95438e-07 |
| 313 | 1 | 5.39082e-07 | 2.69541e-07 |
| 314 | 1 | 9.52148e-07 | 4.76074e-07 |
| 315 | 0.999999 | 1.52708e-06 | 7.63541e-07 |
| 316 | 0.999999 | 1.74729e-06 | 8.73647e-07 |
| 317 | 0.999999 | 2.817e-06 | 1.4085e-06 |
| 318 | 0.999998 | 4.29939e-06 | 2.1497e-06 |
| 319 | 0.999997 | 6.55313e-06 | 3.27656e-06 |
| 320 | 0.999995 | 1.01911e-05 | 5.09556e-06 |
| 321 | 0.999992 | 1.57864e-05 | 7.89322e-06 |
| 322 | 0.999985 | 3.00317e-05 | 1.50158e-05 |
| 323 | 0.999971 | 5.70177e-05 | 2.85089e-05 |
| 324 | 0.999949 | 0.000101968 | 5.09838e-05 |
| 325 | 0.999909 | 0.000182976 | 9.1488e-05 |
| 326 | 0.999834 | 0.00033263 | 0.000166315 |
| 327 | 0.999717 | 0.000565707 | 0.000282854 |
| 328 | 0.999514 | 0.000972105 | 0.000486053 |
| 329 | 0.999174 | 0.00165132 | 0.000825662 |
| 330 | 0.998998 | 0.00200345 | 0.00100173 |
| 331 | 0.998295 | 0.00341067 | 0.00170534 |
| 332 | 0.997207 | 0.00558572 | 0.00279286 |
| 333 | 0.995968 | 0.0080633 | 0.00403165 |
| 334 | 0.995592 | 0.00881537 | 0.00440768 |
| 335 | 0.998532 | 0.00293675 | 0.00146838 |
| 336 | 0.999943 | 0.000114396 | 5.7198e-05 |
| 337 | 0.999987 | 2.64785e-05 | 1.32392e-05 |
| 338 | 1 | 3.22832e-07 | 1.61416e-07 |
| 339 | 1 | 7.5816e-09 | 3.7908e-09 |
| 340 | 1 | 5.9505e-09 | 2.97525e-09 |
| 341 | 1 | 1.65229e-08 | 8.26147e-09 |
| 342 | 1 | 7.64059e-08 | 3.8203e-08 |
| 343 | 1 | 1.41229e-07 | 7.06147e-08 |
| 344 | 1 | 4.11581e-07 | 2.0579e-07 |
| 345 | 0.999999 | 1.35224e-06 | 6.76122e-07 |
| 346 | 0.999999 | 1.06387e-06 | 5.31934e-07 |
| 347 | 0.999997 | 5.51363e-06 | 2.75681e-06 |
| 348 | 0.999989 | 2.14754e-05 | 1.07377e-05 |
| 349 | 0.999959 | 8.27075e-05 | 4.13537e-05 |
| 350 | 0.99999 | 1.98272e-05 | 9.9136e-06 |
| 351 | 0.99994 | 0.000120364 | 6.01822e-05 |
| 352 | 0.99967 | 0.000660635 | 0.000330318 |
| 353 | 0.999888 | 0.000224546 | 0.000112273 |
| 354 | 0.999029 | 0.00194103 | 0.000970515 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 156 | 0.446991 | NOK |
| 5% type I error level | 210 | 0.601719 | NOK |
| 10% type I error level | 234 | 0.670487 | NOK |
